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Toward an Integration of Deep Learning and Neuroscience

Neuroscience has focused on the detailed implementation of computation, studying neural codes, dynamics and circuits. In machine learning, however, artificial neural networks tend to eschew precisely designed codes, dynamics or circuits in favor of brute force optimization of a cost function, often...

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Bibliographic Details
Published in:Front Comput Neurosci
Main Authors: Marblestone, Adam H., Wayne, Greg, Kording, Konrad P.
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5021692/
https://ncbi.nlm.nih.gov/pubmed/27683554
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fncom.2016.00094
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